David Simic

Quantitative Trader at Polytope Research
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Contact Information
us****@****om
(386) 825-5501
Location
US
Languages
  • English Native or bilingual proficiency
  • Spanish Native or bilingual proficiency
Skills

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Andrés Eduardo Robayo

David and I collaborated on a few tech projects and I can confirm he is a multicultural integrator and a high integrity guy. David is a natural CTO, and has a strong talent for programming in multiple languages, implementing new systems and infrastructure, and developing the company’s strategy for best using its technological resources to ensure alignment with its business goals. I recommend him 100% to anyone or any organization looking to work with him.

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Credentials

  • Decentralized Finance (DeFi) Infrastructure
    Coursera
    May, 2022
    - Sep, 2024
  • Deep Learning Specialization
    Coursera
    Sep, 2019
    - Sep, 2024
  • TensorFlow in Practice Specialization
    Coursera
    Sep, 2019
    - Sep, 2024

Experience

  • Polytope Research
    • United States
    • Investment Management
    • 1 - 100 Employee
    • Quantitative Trader
      • Oct 2022 - Present

      Quantitative investment strategies and portfolio allocations in digital assets. Quantitative investment strategies and portfolio allocations in digital assets.

  • Berkindale Analytics
    • Canada
    • Financial Services
    • 1 - 100 Employee
    • Senior Machine Learning Scientist
      • Jun 2022 - Oct 2022

      Helped build out their MVP in the equities space. Helped build out their MVP in the equities space.

  • Freelance
    • Egypt
    • Human Resources
    • 1 - 100 Employee
    • Full Stack Blockchain Developer for DeFi - Solidity, React, JS / NodeJs
      • May 2021 - Oct 2022

      Recent projects: DDex => DEX w/ order book for ERC20 tokens. Solidity, React, Truffle, Open Zeppelin. CryptoLotto => Lottery DApp. Solidity, React, Chain Link for random number generation. CryptoBill => Manage client subscriptions for SAAS via an Ethereum smart contract. Solidity, React, Polygon. TradingBot => Dex trading bot for Ethereum blockchain (Flash loan arb and stat arb). Solidity, Node, AI/ML modeling in Python w/ Keras and SciPy/sklearn. Recent projects: DDex => DEX w/ order book for ERC20 tokens. Solidity, React, Truffle, Open Zeppelin. CryptoLotto => Lottery DApp. Solidity, React, Chain Link for random number generation. CryptoBill => Manage client subscriptions for SAAS via an Ethereum smart contract. Solidity, React, Polygon. TradingBot => Dex trading bot for Ethereum blockchain (Flash loan arb and stat arb). Solidity, Node, AI/ML modeling in Python w/ Keras and SciPy/sklearn.

  • Ally Health Systems
    • Hospitals and Health Care
    • CTO & Founder - Full Stack Web Development & Deep Learning
      • Mar 2018 - May 2021

      Built cloud based SAAS serving hospitals’ medical imaging groups, the project grew to customers in over ten countries and three continents, processing 50,000+ patient imaging exams per month. For Backend: NodeJS, Python Flask, PostgreSQL, Celery, RabbitMQ, Redis For Frontend: React, Angular, ElectronJS Built Deep Learning Pipeline for disease detection using NLP and Computer Vision algos implemented in TensorFlow (auto-encoders, feedforward networks, RNNs/CNNs, language models, etc). Setup AWS and Devops infrastructure spanning 4 geographic regions.

  • Lula AI
    • United States
    • IT Services and IT Consulting
    • Artificial Intelligence
      • Jun 2014 - May 2021

      Technology firm specializing in deep learning, data science, artificial intelligence and software in the domains of healthcare, finance, and government. Previously Moringa Science LLC. Technology firm specializing in deep learning, data science, artificial intelligence and software in the domains of healthcare, finance, and government. Previously Moringa Science LLC.

  • Citadel Investment Group
    • Retail Office Equipment
    • 1 - 100 Employee
    • Quantitative Researcher
      • Dec 2011 - Jun 2014

      Building alpha models and automated trading strategies. Building alpha models and automated trading strategies.

  • Kavli Institute for Theoretical Physics
    • United States
    • Research Services
    • 1 - 100 Employee
    • Postdoctoral Researcher
      • Oct 2011 - Dec 2011

      Research in theoretical physics. Research in theoretical physics.

Education

  • Stanford University
    PhD, Theoretical Physics
    2006 - 2011
  • McGill University
    BSc, Joint Honors Mathematics and Physics
    2002 - 2006

Community

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